adriangbot commented on PR #25716: URL: https://github.com/apache/datafusion/pull/25716#issuecomment-6152394506
π€ Benchmark completed (GKE) | [trigger](https://github.com/apache/datafusion/pull/25716#issuecomment-6152177725) **Instance:** `c4a-highmem-16` (12 vCPU / 65 GiB) Comparing 06aa131 (06aa131cda0d6829c517e77f3b8b08f3a24569f0) to 06aa131 [diff](https://github.com/apache/datafusion/compare/06aa131cda0d6829c517e77f3b8b08f3a24569f0..06aa131cda0d6829c517e77f3b8b08f3a24569f0) <details><summary>Run configuration</summary> ```yaml run benchmark tpcds baseline: ref: "06aa131" env: DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "true" changed: ref: "06aa131" env: DATAFUSION_EXECUTION_PARQUET_PUSHDOWN_FILTERS: "false" ``` </details> <details><summary>CPU Details (lscpu)</summary> ``` Architecture: aarch64 CPU op-mode(s): 64-bit Byte Order: Little Endian CPU(s): 16 On-line CPU(s) list: 0-15 Vendor ID: ARM Model name: Neoverse-V2 Model: 1 Thread(s) per core: 1 Core(s) per cluster: 16 Socket(s): - Cluster(s): 1 Stepping: r0p1 BogoMIPS: 2000.00 Flags: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm jscvt fcma lrcpc dcpop sha3 sm3 sm4 asimddp sha512 sve asimdfhm dit uscat ilrcpc flagm sb paca pacg dcpodp sve2 sveaes svepmull svebitperm svesha3 svesm4 flagm2 frint svei8mm svebf16 i8mm bf16 dgh rng bti L1d cache: 1 MiB (16 instances) L1i cache: 1 MiB (16 instances) L2 cache: 32 MiB (16 instances) L3 cache: 80 MiB (1 instance) NUMA node(s): 1 NUMA node0 CPU(s): 0-15 Vulnerability Gather data sampling: Not affected Vulnerability Indirect target selection: Not affected Vulnerability Itlb multihit: Not affected Vulnerability L1tf: Not affected Vulnerability Mds: Not affected Vulnerability Meltdown: Not affected Vulnerability Mmio stale data: Not affected Vulnerability Reg file data sampling: Not affected Vulnerability Retbleed: Not affected Vulnerability Spec rstack overflow: Not affected Vulnerability Spec store bypass: Mitigation; Speculative Store Bypass disabled via prctl Vulnerability Spectre v1: Mitigation; __user pointer sanitization Vulnerability Spectre v2: Mitigation; CSV2, BHB Vulnerability Srbds: Not affected Vulnerability Tsa: Not affected Vulnerability Tsx async abort: Not affected Vulnerability Vmscape: Not affected ``` </details> <details><summary>Details</summary> <p> ``` Comparing HEAD and fix_dedup-stringview-buffers-collectleft-joins -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³ββββββββββββ³βββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β fix_dedup-stringview-buffers-collectleft-joins β Change β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.06 ms β 5.42 ms β 1.07x slower β β QQuery 2 β 46.49 ms β 78.85 ms β 1.70x slower β β QQuery 3 β 26.55 ms β 28.10 ms β 1.06x slower β β QQuery 4 β 347.29 ms β 428.30 ms β 1.23x slower β β QQuery 5 β 46.47 ms β 49.06 ms β 1.06x slower β β QQuery 6 β 36.38 ms β 34.54 ms β +1.05x faster β β QQuery 7 β 82.55 ms β 70.77 ms β +1.17x faster β β QQuery 8 β 15.19 ms β 35.48 ms β 2.33x slower β β QQuery 9 β 114.26 ms β 50.21 ms β +2.28x faster β β QQuery 10 β 72.80 ms β 60.55 ms β +1.20x faster β β QQuery 11 β 210.51 ms β 259.57 ms β 1.23x slower β β QQuery 12 β 27.59 ms β 28.00 ms β no change β β QQuery 13 β 109.35 ms β 110.65 ms β no change β β QQuery 14 β 424.23 ms β 381.38 ms β +1.11x faster β β QQuery 15 β 22.81 ms β 50.92 ms β 2.23x slower β β QQuery 16 β 5.70 ms β 6.15 ms β 1.08x slower β β QQuery 17 β 114.38 ms β 77.38 ms β +1.48x faster β β QQuery 18 β 159.52 ms β 101.86 ms β +1.57x faster β β QQuery 19 β 39.10 ms β 41.34 ms β 1.06x slower β β QQuery 20 β 30.96 ms β 34.88 ms β 1.13x slower β β QQuery 21 β 19.02 ms β 16.80 ms β +1.13x faster β β QQuery 22 β 60.35 ms β 62.56 ms β no change β β QQuery 23 β 366.80 ms β 296.99 ms β +1.24x faster β β QQuery 24 β 164.75 ms β 190.47 ms β 1.16x slower β β QQuery 25 β 115.56 ms β 106.88 ms β +1.08x faster β β QQuery 26 β 63.53 ms β 45.34 ms β +1.40x faster β β QQuery 27 β 5.83 ms β 5.94 ms β no change β β QQuery 28 β 73.95 ms β 58.80 ms β +1.26x faster β β QQuery 29 β 146.26 ms β 93.35 ms β +1.57x faster β β QQuery 30 β 32.25 ms β 31.93 ms β no change β β QQuery 31 β 122.22 ms β 107.34 ms β +1.14x faster β β QQuery 32 β 21.59 ms β 19.98 ms β +1.08x faster β β QQuery 33 β 38.50 ms β 36.11 ms β +1.07x faster β β QQuery 34 β 10.27 ms β 9.74 ms β +1.05x faster β β QQuery 35 β 85.23 ms β 70.38 ms β +1.21x faster β β QQuery 36 β 5.30 ms β 5.46 ms β no change β β QQuery 37 β 6.79 ms β 6.59 ms β no change β β QQuery 38 β 75.92 ms β 60.21 ms β +1.26x faster β β QQuery 39 β 69.66 ms β 71.12 ms β no change β β QQuery 40 β 19.84 ms β 23.10 ms β 1.16x slower β β QQuery 41 β 11.76 ms β 10.95 ms β +1.07x faster β β QQuery 42 β 23.39 ms β 23.52 ms β no change β β QQuery 43 β 4.40 ms β 4.62 ms β 1.05x slower β β QQuery 44 β 8.23 ms β 8.40 ms β no change β β QQuery 45 β 25.90 ms β 35.51 ms β 1.37x slower β β QQuery 46 β 12.21 ms β 11.42 ms β +1.07x faster β β QQuery 47 β 217.36 ms β 216.16 ms β no change β β QQuery 48 β 118.11 ms β 88.72 ms β +1.33x faster β β QQuery 49 β 85.80 ms β 68.25 ms β +1.26x faster β β QQuery 50 β 124.30 ms β 57.39 ms β +2.17x faster β β QQuery 51 β 99.81 ms β 90.56 ms β +1.10x faster β β QQuery 52 β 23.67 ms β 23.65 ms β no change β β QQuery 53 β 29.99 ms β 28.62 ms β no change β β QQuery 54 β 27.59 ms β 52.62 ms β 1.91x slower β β QQuery 55 β 22.83 ms β 22.95 ms β no change β β QQuery 56 β 33.77 ms β 37.20 ms β 1.10x slower β β QQuery 57 β 132.84 ms β 164.64 ms β 1.24x slower β β QQuery 58 β 72.66 ms β 103.65 ms β 1.43x slower β β QQuery 59 β 78.76 ms β 112.72 ms β 1.43x slower β β QQuery 60 β 37.69 ms β 37.31 ms β no change β β QQuery 61 β 10.75 ms β 10.85 ms β no change β β QQuery 62 β 41.52 ms β 42.97 ms β no change β β QQuery 63 β 30.24 ms β 28.79 ms β no change β β QQuery 64 β 501.29 ms β 355.92 ms β +1.41x faster β β QQuery 65 β 158.53 ms β 127.97 ms β +1.24x faster β β QQuery 66 β 62.49 ms β 73.52 ms β 1.18x slower β β QQuery 67 β 254.07 ms β 250.33 ms β no change β β QQuery 68 β 11.64 ms β 11.48 ms β no change β β QQuery 69 β 68.16 ms β 55.07 ms β +1.24x faster β β QQuery 70 β 118.51 ms β 102.50 ms β +1.16x faster β β QQuery 71 β 31.84 ms β 34.20 ms β 1.07x slower β β QQuery 72 β 169.14 ms β 1655.78 ms β 9.79x slower β β QQuery 73 β 9.84 ms β 10.23 ms β no change β β QQuery 74 β 144.43 ms β 156.74 ms β 1.09x slower β β QQuery 75 β 177.84 ms β 138.95 ms β +1.28x faster β β QQuery 76 β 39.78 ms β 33.72 ms β +1.18x faster β β QQuery 77 β 61.04 ms β 58.96 ms β no change β β QQuery 78 β 115.60 ms β 158.84 ms β 1.37x slower β β QQuery 79 β 66.04 ms β 65.32 ms β no change β β QQuery 80 β 73.50 ms β 94.26 ms β 1.28x slower β β QQuery 81 β 27.07 ms β 25.36 ms β +1.07x faster β β QQuery 82 β 30.53 ms β 16.03 ms β +1.90x faster β β QQuery 83 β 28.11 ms β 32.44 ms β 1.15x slower β β QQuery 84 β 30.03 ms β 30.07 ms β no change β β QQuery 85 β 157.83 ms β 96.89 ms β +1.63x faster β β QQuery 86 β 30.20 ms β 24.82 ms β +1.22x faster β β QQuery 87 β 77.44 ms β 60.55 ms β +1.28x faster β β QQuery 88 β 63.47 ms β 59.52 ms β +1.07x faster β β QQuery 89 β 41.88 ms β 34.42 ms β +1.22x faster β β QQuery 90 β 17.70 ms β 16.05 ms β +1.10x faster β β QQuery 91 β 43.39 ms β 40.57 ms β +1.07x faster β β QQuery 92 β 29.23 ms β 28.37 ms β no change β β QQuery 93 β 47.85 ms β 48.25 ms β no change β β QQuery 94 β 35.70 ms β 37.71 ms β 1.06x slower β β QQuery 95 β 92.69 ms β 78.75 ms β +1.18x faster β β QQuery 96 β 25.60 ms β 23.34 ms β +1.10x faster β β QQuery 97 β 52.84 ms β 49.23 ms β +1.07x faster β β QQuery 98 β 37.27 ms β 41.53 ms β 1.11x slower β β QQuery 99 β 58.95 ms β 63.47 ms β 1.08x slower β βββββββββββββ΄ββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 7705.87ms β β Total Time (fix_dedup-stringview-buffers-collectleft-joins) β 8725.10ms β β Average Time (HEAD) β 77.84ms β β Average Time (fix_dedup-stringview-buffers-collectleft-joins) β 88.13ms β β Queries Faster β 43 β β Queries Slower β 30 β β Queries with No Change β 26 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ Distribution per query (min / mean Β±stddev / max): Comparing HEAD and fix_dedup-stringview-buffers-collectleft-joins -------------------- Benchmark tpcds_sf1.json -------------------- βββββββββββββ³βββββββββββββββββββββββββββββββββββββ³βββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββββββ β Query β HEAD β fix_dedup-stringview-buffers-collectleft-joins β Change β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β QQuery 1 β 5.06 / 5.60 Β±0.95 / 7.50 ms β 5.42 / 5.94 Β±0.97 / 7.88 ms β 1.06x slower β β QQuery 2 β 46.49 / 46.94 Β±0.40 / 47.57 ms β 78.85 / 79.28 Β±0.22 / 79.43 ms β 1.69x slower β β QQuery 3 β 26.55 / 26.86 Β±0.25 / 27.24 ms β 28.10 / 28.34 Β±0.15 / 28.57 ms β 1.06x slower β β QQuery 4 β 347.29 / 349.54 Β±3.22 / 355.87 ms β 428.30 / 434.13 Β±3.30 / 437.73 ms β 1.24x slower β β QQuery 5 β 46.47 / 47.09 Β±0.56 / 48.05 ms β 49.06 / 49.38 Β±0.36 / 50.01 ms β no change β β QQuery 6 β 36.38 / 36.47 Β±0.06 / 36.54 ms β 34.54 / 36.48 Β±3.01 / 42.45 ms β no change β β QQuery 7 β 82.55 / 82.90 Β±0.21 / 83.13 ms β 70.77 / 71.49 Β±0.51 / 72.29 ms β +1.16x faster β β QQuery 8 β 15.19 / 16.56 Β±2.48 / 21.52 ms β 35.48 / 35.83 Β±0.21 / 36.13 ms β 2.16x slower β β QQuery 9 β 114.26 / 117.54 Β±2.23 / 120.02 ms β 50.21 / 51.73 Β±1.08 / 53.43 ms β +2.27x faster β β QQuery 10 β 72.80 / 74.37 Β±2.16 / 78.65 ms β 60.55 / 62.44 Β±2.55 / 67.49 ms β +1.19x faster β β QQuery 11 β 210.51 / 213.80 Β±2.81 / 218.46 ms β 259.57 / 265.15 Β±5.05 / 274.34 ms β 1.24x slower β β QQuery 12 β 27.59 / 27.86 Β±0.28 / 28.31 ms β 28.00 / 28.50 Β±0.32 / 28.90 ms β no change β β QQuery 13 β 109.35 / 110.09 Β±0.56 / 110.82 ms β 110.65 / 111.24 Β±0.76 / 112.74 ms β no change β β QQuery 14 β 424.23 / 430.08 Β±6.05 / 441.45 ms β 381.38 / 384.75 Β±2.30 / 387.70 ms β +1.12x faster β β QQuery 15 β 22.81 / 24.91 Β±3.76 / 32.42 ms β 50.92 / 51.56 Β±0.51 / 52.13 ms β 2.07x slower β β QQuery 16 β 5.70 / 5.81 Β±0.13 / 6.07 ms β 6.15 / 6.32 Β±0.28 / 6.88 ms β 1.09x slower β β QQuery 17 β 114.38 / 117.54 Β±2.75 / 122.22 ms β 77.38 / 78.00 Β±0.50 / 78.82 ms β +1.51x faster β β QQuery 18 β 159.52 / 162.88 Β±2.45 / 165.57 ms β 101.86 / 103.11 Β±0.74 / 104.15 ms β +1.58x faster β β QQuery 19 β 39.10 / 39.50 Β±0.45 / 40.32 ms β 41.34 / 41.80 Β±0.27 / 42.15 ms β 1.06x slower β β QQuery 20 β 30.96 / 31.36 Β±0.28 / 31.79 ms β 34.88 / 35.37 Β±0.28 / 35.71 ms β 1.13x slower β β QQuery 21 β 19.02 / 19.17 Β±0.08 / 19.23 ms β 16.80 / 16.95 Β±0.12 / 17.10 ms β +1.13x faster β β QQuery 22 β 60.35 / 61.43 Β±0.73 / 62.26 ms β 62.56 / 63.62 Β±1.23 / 65.96 ms β no change β β QQuery 23 β 366.80 / 369.55 Β±2.38 / 372.85 ms β 296.99 / 302.51 Β±6.80 / 315.92 ms β +1.22x faster β β QQuery 24 β 164.75 / 167.66 Β±3.78 / 175.02 ms β 190.47 / 195.61 Β±3.78 / 201.12 ms β 1.17x slower β β QQuery 25 β 115.56 / 116.81 Β±1.04 / 118.49 ms β 106.88 / 108.46 Β±1.31 / 110.48 ms β +1.08x faster β β QQuery 26 β 63.53 / 64.06 Β±0.62 / 65.19 ms β 45.34 / 46.77 Β±2.34 / 51.44 ms β +1.37x faster β β QQuery 27 β 5.83 / 6.12 Β±0.15 / 6.28 ms β 5.94 / 6.17 Β±0.14 / 6.32 ms β no change β β QQuery 28 β 73.95 / 76.88 Β±1.69 / 78.88 ms β 58.80 / 59.64 Β±0.52 / 60.37 ms β +1.29x faster β β QQuery 29 β 146.26 / 147.11 Β±0.82 / 148.49 ms β 93.35 / 95.20 Β±1.13 / 96.46 ms β +1.55x faster β β QQuery 30 β 32.25 / 32.74 Β±0.67 / 34.05 ms β 31.93 / 32.40 Β±0.60 / 33.56 ms β no change β β QQuery 31 β 122.22 / 123.65 Β±1.12 / 125.51 ms β 107.34 / 109.34 Β±2.98 / 115.26 ms β +1.13x faster β β QQuery 32 β 21.59 / 21.76 Β±0.11 / 21.90 ms β 19.98 / 20.73 Β±0.99 / 22.68 ms β no change β β QQuery 33 β 38.50 / 40.10 Β±2.90 / 45.88 ms β 36.11 / 36.52 Β±0.33 / 37.08 ms β +1.10x faster β β QQuery 34 β 10.27 / 10.57 Β±0.36 / 11.22 ms β 9.74 / 10.01 Β±0.16 / 10.18 ms β +1.06x faster β β QQuery 35 β 85.23 / 85.95 Β±0.58 / 86.68 ms β 70.38 / 71.83 Β±1.10 / 73.65 ms β +1.20x faster β β QQuery 36 β 5.30 / 5.48 Β±0.27 / 6.01 ms β 5.46 / 5.59 Β±0.21 / 6.00 ms β no change β β QQuery 37 β 6.79 / 6.91 Β±0.09 / 7.04 ms β 6.59 / 6.72 Β±0.10 / 6.84 ms β no change β β QQuery 38 β 75.92 / 76.75 Β±0.58 / 77.38 ms β 60.21 / 61.19 Β±0.72 / 62.13 ms β +1.25x faster β β QQuery 39 β 69.66 / 71.38 Β±2.51 / 76.35 ms β 71.12 / 71.78 Β±0.82 / 73.39 ms β no change β β QQuery 40 β 19.84 / 21.51 Β±2.34 / 26.10 ms β 23.10 / 25.62 Β±2.72 / 29.23 ms β 1.19x slower β β QQuery 41 β 11.76 / 11.99 Β±0.20 / 12.33 ms β 10.95 / 11.13 Β±0.19 / 11.49 ms β +1.08x faster β β QQuery 42 β 23.39 / 23.80 Β±0.32 / 24.29 ms β 23.52 / 23.83 Β±0.28 / 24.25 ms β no change β β QQuery 43 β 4.40 / 4.54 Β±0.21 / 4.95 ms β 4.62 / 4.73 Β±0.19 / 5.12 ms β no change β β QQuery 44 β 8.23 / 8.36 Β±0.13 / 8.58 ms β 8.40 / 8.48 Β±0.12 / 8.71 ms β no change β β QQuery 45 β 25.90 / 26.28 Β±0.22 / 26.51 ms β 35.51 / 35.79 Β±0.31 / 36.38 ms β 1.36x slower β β QQuery 46 β 12.21 / 12.58 Β±0.22 / 12.85 ms β 11.42 / 11.81 Β±0.34 / 12.35 ms β +1.07x faster β β QQuery 47 β 217.36 / 221.59 Β±4.08 / 227.05 ms β 216.16 / 219.99 Β±4.64 / 228.76 ms β no change β β QQuery 48 β 118.11 / 122.72 Β±3.60 / 127.41 ms β 88.72 / 90.55 Β±2.81 / 96.14 ms β +1.36x faster β β QQuery 49 β 85.80 / 86.69 Β±0.93 / 88.12 ms β 68.25 / 69.11 Β±0.76 / 70.34 ms β +1.25x faster β β QQuery 50 β 124.30 / 126.71 Β±4.08 / 134.86 ms β 57.39 / 58.46 Β±1.10 / 60.55 ms β +2.17x faster β β QQuery 51 β 99.81 / 103.19 Β±2.54 / 107.00 ms β 90.56 / 94.93 Β±3.70 / 101.36 ms β +1.09x faster β β QQuery 52 β 23.67 / 24.03 Β±0.26 / 24.32 ms β 23.65 / 23.82 Β±0.15 / 24.08 ms β no change β β QQuery 53 β 29.99 / 31.09 Β±1.80 / 34.65 ms β 28.62 / 28.72 Β±0.09 / 28.84 ms β +1.08x faster β β QQuery 54 β 27.59 / 29.89 Β±1.24 / 31.18 ms β 52.62 / 53.65 Β±1.21 / 55.99 ms β 1.79x slower β β QQuery 55 β 22.83 / 23.25 Β±0.31 / 23.72 ms β 22.95 / 23.16 Β±0.11 / 23.26 ms β no change β β QQuery 56 β 33.77 / 34.12 Β±0.25 / 34.55 ms β 37.20 / 38.11 Β±1.41 / 40.91 ms β 1.12x slower β β QQuery 57 β 132.84 / 133.99 Β±0.97 / 135.11 ms β 164.64 / 166.37 Β±1.58 / 168.96 ms β 1.24x slower β β QQuery 58 β 72.66 / 73.19 Β±0.64 / 74.33 ms β 103.65 / 106.35 Β±2.77 / 111.25 ms β 1.45x slower β β QQuery 59 β 78.76 / 80.63 Β±2.65 / 85.89 ms β 112.72 / 114.05 Β±1.05 / 115.92 ms β 1.41x slower β β QQuery 60 β 37.69 / 38.25 Β±0.56 / 39.32 ms β 37.31 / 38.57 Β±1.43 / 41.34 ms β no change β β QQuery 61 β 10.75 / 10.89 Β±0.19 / 11.24 ms β 10.85 / 11.08 Β±0.20 / 11.44 ms β no change β β QQuery 62 β 41.52 / 41.98 Β±0.27 / 42.28 ms β 42.97 / 43.28 Β±0.25 / 43.72 ms β no change β β QQuery 63 β 30.24 / 30.31 Β±0.09 / 30.48 ms β 28.79 / 28.90 Β±0.11 / 29.10 ms β no change β β QQuery 64 β 501.29 / 516.91 Β±9.23 / 529.22 ms β 355.92 / 364.09 Β±6.53 / 375.70 ms β +1.42x faster β β QQuery 65 β 158.53 / 163.17 Β±3.54 / 168.35 ms β 127.97 / 132.08 Β±2.64 / 134.67 ms β +1.24x faster β β QQuery 66 β 62.49 / 64.02 Β±2.40 / 68.79 ms β 73.52 / 77.54 Β±6.26 / 89.97 ms β 1.21x slower β β QQuery 67 β 254.07 / 259.03 Β±4.64 / 267.84 ms β 250.33 / 254.00 Β±3.52 / 258.30 ms β no change β β QQuery 68 β 11.64 / 11.90 Β±0.25 / 12.35 ms β 11.48 / 11.69 Β±0.25 / 12.18 ms β no change β β QQuery 69 β 68.16 / 70.16 Β±2.51 / 75.06 ms β 55.07 / 55.36 Β±0.36 / 56.04 ms β +1.27x faster β β QQuery 70 β 118.51 / 120.89 Β±2.65 / 125.60 ms β 102.50 / 105.98 Β±3.15 / 111.29 ms β +1.14x faster β β QQuery 71 β 31.84 / 33.25 Β±1.64 / 36.10 ms β 34.20 / 35.24 Β±0.82 / 36.28 ms β 1.06x slower β β QQuery 72 β 169.14 / 176.75 Β±10.62 / 197.79 ms β 1655.78 / 1681.69 Β±16.49 / 1702.33 ms β 9.51x slower β β QQuery 73 β 9.84 / 10.98 Β±1.44 / 13.76 ms β 10.23 / 11.11 Β±0.91 / 12.85 ms β no change β β QQuery 74 β 144.43 / 146.20 Β±1.65 / 148.39 ms β 156.74 / 157.49 Β±0.98 / 159.41 ms β 1.08x slower β β QQuery 75 β 177.84 / 182.12 Β±6.49 / 195.01 ms β 138.95 / 142.80 Β±6.02 / 154.76 ms β +1.28x faster β β QQuery 76 β 39.78 / 40.41 Β±0.41 / 41.01 ms β 33.72 / 34.17 Β±0.33 / 34.65 ms β +1.18x faster β β QQuery 77 β 61.04 / 62.80 Β±1.95 / 66.37 ms β 58.96 / 59.34 Β±0.36 / 60.02 ms β +1.06x faster β β QQuery 78 β 115.60 / 116.20 Β±0.57 / 117.22 ms β 158.84 / 164.54 Β±4.53 / 172.43 ms β 1.42x slower β β QQuery 79 β 66.04 / 67.06 Β±1.12 / 69.22 ms β 65.32 / 66.70 Β±1.57 / 69.63 ms β no change β β QQuery 80 β 73.50 / 74.87 Β±1.11 / 76.57 ms β 94.26 / 94.82 Β±0.46 / 95.60 ms β 1.27x slower β β QQuery 81 β 27.07 / 30.27 Β±5.99 / 42.24 ms β 25.36 / 25.51 Β±0.11 / 25.69 ms β +1.19x faster β β QQuery 82 β 30.53 / 31.10 Β±0.39 / 31.47 ms β 16.03 / 16.25 Β±0.13 / 16.36 ms β +1.91x faster β β QQuery 83 β 28.11 / 28.38 Β±0.21 / 28.72 ms β 32.44 / 35.81 Β±6.46 / 48.74 ms β 1.26x slower β β QQuery 84 β 30.03 / 31.39 Β±2.07 / 35.48 ms β 30.07 / 30.53 Β±0.66 / 31.82 ms β no change β β QQuery 85 β 157.83 / 161.41 Β±4.41 / 169.81 ms β 96.89 / 97.83 Β±0.75 / 98.99 ms β +1.65x faster β β QQuery 86 β 30.20 / 31.56 Β±1.39 / 33.72 ms β 24.82 / 24.98 Β±0.16 / 25.22 ms β +1.26x faster β β QQuery 87 β 77.44 / 78.99 Β±1.07 / 80.48 ms β 60.55 / 61.29 Β±0.43 / 61.75 ms β +1.29x faster β β QQuery 88 β 63.47 / 72.46 Β±4.95 / 78.67 ms β 59.52 / 59.75 Β±0.23 / 60.17 ms β +1.21x faster β β QQuery 89 β 41.88 / 42.92 Β±1.74 / 46.40 ms β 34.42 / 35.10 Β±0.64 / 36.13 ms β +1.22x faster β β QQuery 90 β 17.70 / 18.08 Β±0.36 / 18.73 ms β 16.05 / 16.22 Β±0.15 / 16.42 ms β +1.11x faster β β QQuery 91 β 43.39 / 44.25 Β±1.35 / 46.91 ms β 40.57 / 40.84 Β±0.26 / 41.26 ms β +1.08x faster β β QQuery 92 β 29.23 / 30.02 Β±0.46 / 30.56 ms β 28.37 / 28.62 Β±0.16 / 28.83 ms β no change β β QQuery 93 β 47.85 / 50.99 Β±4.34 / 59.59 ms β 48.25 / 49.90 Β±2.23 / 54.24 ms β no change β β QQuery 94 β 35.70 / 36.09 Β±0.43 / 36.82 ms β 37.71 / 38.21 Β±0.31 / 38.68 ms β 1.06x slower β β QQuery 95 β 92.69 / 94.76 Β±1.64 / 97.62 ms β 78.75 / 79.76 Β±0.85 / 81.08 ms β +1.19x faster β β QQuery 96 β 25.60 / 26.02 Β±0.28 / 26.32 ms β 23.34 / 23.50 Β±0.14 / 23.71 ms β +1.11x faster β β QQuery 97 β 52.84 / 54.40 Β±2.36 / 59.00 ms β 49.23 / 52.33 Β±2.09 / 55.70 ms β no change β β QQuery 98 β 37.27 / 38.98 Β±1.45 / 41.55 ms β 41.53 / 41.80 Β±0.20 / 42.14 ms β 1.07x slower β β QQuery 99 β 58.95 / 60.06 Β±0.93 / 61.70 ms β 63.47 / 64.14 Β±0.63 / 65.10 ms β 1.07x slower β βββββββββββββ΄βββββββββββββββββββββββββββββββββββββ΄βββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββββββ βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ³ββββββββββββ β Benchmark Summary β β β‘ββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β Total Time (HEAD) β 7872.22ms β β Total Time (fix_dedup-stringview-buffers-collectleft-joins) β 8883.36ms β β Average Time (HEAD) β 79.52ms β β Average Time (fix_dedup-stringview-buffers-collectleft-joins) β 89.73ms β β Queries Faster β 42 β β Queries Slower β 28 β β Queries with No Change β 29 β β Queries with Failure β 0 β βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ΄ββββββββββββ ``` </p> </details> <details><summary>Resource Usage</summary> **tpcds β base (merge-base)** | Metric | Value | |--------|-------| | Wall time | 40.0s | | Peak memory | 1.8 GiB | | Avg memory | 1.3 GiB | | CPU user | 115.3s | | CPU sys | 5.0s | | Peak spill | 0 B | **tpcds β branch** | Metric | Value | |--------|-------| | Wall time | 45.0s | | Peak memory | 2.0 GiB | | Avg memory | 1.5 GiB | | CPU user | 191.2s | | CPU sys | 5.4s | | Peak spill | 0 B | </details> --- [File an issue](https://github.com/adriangb/datafusion-benchmarking/issues) against this benchmark runner -- This is an automated message from the Apache Git Service. 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